{"id":"W7056216771","doi":"","title":"Évaluation à l'aide d'indicateurs biogéochimiques du succès de création des mares de tourbières situées au Québec et au Nouveau-Brunswick dans un contexte de restauration","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal production; Animal waste","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221273,0.0009364969,0.0006901142,0.001272714,0.0009975899,0.00198278,0.0007033307,0.0006112197,0.002638338],"category_scores_gemma":[0.001075335,0.0003668073,0.0006678512,0.001644422,0.0006105298,0.0004992454,0.0005230867,0.0005144079,0.000652773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003854432,"about_ca_system_score_gemma":0.002378924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4985641,"about_ca_topic_score_gemma":0.7855713,"domain_scores_codex":[0.9994091,0.00008588813,0.00001886271,0.0001584387,0.000243449,0.00008432448],"domain_scores_gemma":[0.9980577,0.0002012766,0.0002220189,0.00006062687,0.001311142,0.0001472388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369116,0.0002835415,0.5855622,0.001312826,0.000678753,0.0004729067,0.003164966,0.003749887,0.3172773,0.000262753,0.001298483,0.08456726],"study_design_scores_gemma":[0.00001351826,0.0004675486,0.9657958,0.00008486633,0.0001688271,0.00008396598,0.002072499,0.003533345,0.02141772,0.00005319026,0.006259195,0.00004950908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860684,0.001303311,0.004798639,0.0001263811,0.00003064723,0.000167211,0.002742087,0.0001039218,0.004659365],"genre_scores_gemma":[0.9609524,0.001407942,0.01727628,0.0001067934,0.000009643669,0.000200965,0.00307533,0.00006435232,0.01690632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5014359,"threshold_uncertainty_score":0.9913242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274696535606443,"score_gpt":0.1936628245363465,"score_spread":0.1809158591802821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}